He ran his hand through his thinning hair, the gesture a nervous tic he couldn’t shake. The crisp hundred-dollar bills, meticulously stacked in the wallet, seemed to burn against the inside of his jacket pocket. He should turn it in, of course.

The library was quiet, the hushed whispers of the other patrons amplifying his inner turmoil. He couldn't focus on the book he had picked up, a worn copy of Plato. He felt a profound sense of unease, a hollowness that echoed within him.

He pictured the woman he had seen drop the wallet, her face etched with worry as she chased after her child. He knew what he *should* do, but the thought of his own mounting debts, the constant pressure, gnawed at him. Each page turn was a fresh reminder of the ethical burden he now bore.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264